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Open-Loop Riemannian Frank--Wolfe: Fast Rates under Error Bounds and Scaling Inequalities
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In: Proceedings of the 26th International Conference 28 on Artificial Intelligence and Statistics, pp 77-100, URL https://proceedings.mlr. press/v206/wirth23a.html [20] Wirth E, Pe˜ na J, Pokutta S (2025) Accelerated affine-invariant convergence rates of the Frank-Wolfe algorithm with open-loop step-sizes. Mathematical Programming 214:201-245. https://doi.org/10.1007/s10107-024-02180-2 [21] Wirth E, Pe˜ na J, Pokutta S (2026) Adaptive open-loop step-sizes for accelerated convergence rates of the frank-wolfe algorithm. Computational Optimization and Applications https://doi.org/10.1007/s10589-026-00817-w [22] Zhang H, Sra S (2016) First-order methods for geodesically convex optimization. In: Proceedings of the 29th Annual Conference on Learning Theory, pp 1617-1638